Triple

T16409106
Position Surface form Disambiguated ID Type / Status
Subject Double Pipe Creek E398511 entity
Predicate ecoregion P948 FINISHED
Object Northern Piedmont
Northern Piedmont is a temperate, rolling landscape ecoregion of the eastern United States characterized by mixed forests, fertile valleys, and transitional terrain between the Appalachian Mountains and the Atlantic Coastal Plain.
E1136552 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Northern Piedmont | Statement: [Double Pipe Creek, ecoregion, Northern Piedmont]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Piedmont
Context triple: [Double Pipe Creek, ecoregion, Northern Piedmont]
  • A. Eastern Piedmont
    Eastern Piedmont is a historical area in the eastern part of Italy’s Piedmont region, encompassing territories such as Novara and surrounding provinces with distinct cultural and linguistic traditions.
  • B. Southern Piedmontese
    Southern Piedmontese is a regional variety of the Piedmontese language spoken in the southern areas of Italy’s Piedmont region, characterized by its own distinct phonetic and lexical features.
  • C. Northern North Carolina
    Northern North Carolina is the upper portion of the U.S. state of North Carolina that culturally and historically aligns with the Upper South region.
  • D. Piedmont Atlantic region
    The Piedmont Atlantic region is a fast-growing, economically integrated urban corridor in the southeastern United States that includes major cities such as Atlanta, Charlotte, and Raleigh.
  • E. Pennsylvania Piedmont
    The Pennsylvania Piedmont is a gently rolling, fertile plateau region in southeastern Pennsylvania known for its rich agricultural land, historic settlements, and transitional landscape between the Atlantic Coastal Plain and the Appalachian Mountains.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Northern Piedmont
Triple: [Double Pipe Creek, ecoregion, Northern Piedmont]
Generated description
Northern Piedmont is a temperate, rolling landscape ecoregion of the eastern United States characterized by mixed forests, fertile valleys, and transitional terrain between the Appalachian Mountains and the Atlantic Coastal Plain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Piedmont
Target entity description: Northern Piedmont is a temperate, rolling landscape ecoregion of the eastern United States characterized by mixed forests, fertile valleys, and transitional terrain between the Appalachian Mountains and the Atlantic Coastal Plain.
  • A. Eastern Piedmont
    Eastern Piedmont is a historical area in the eastern part of Italy’s Piedmont region, encompassing territories such as Novara and surrounding provinces with distinct cultural and linguistic traditions.
  • B. Southern Piedmontese
    Southern Piedmontese is a regional variety of the Piedmontese language spoken in the southern areas of Italy’s Piedmont region, characterized by its own distinct phonetic and lexical features.
  • C. Northern North Carolina
    Northern North Carolina is the upper portion of the U.S. state of North Carolina that culturally and historically aligns with the Upper South region.
  • D. Piedmont Atlantic region
    The Piedmont Atlantic region is a fast-growing, economically integrated urban corridor in the southeastern United States that includes major cities such as Atlanta, Charlotte, and Raleigh.
  • E. Pennsylvania Piedmont chosen
    The Pennsylvania Piedmont is a gently rolling, fertile plateau region in southeastern Pennsylvania known for its rich agricultural land, historic settlements, and transitional landscape between the Atlantic Coastal Plain and the Appalachian Mountains.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32871bce08190addd637413473c87 completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f439d048190bf779cb263b7c7a7 completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a0053190a1481909af0c9ac78f70188 completed May 10, 2026, 9:42 a.m.
NED2 Entity disambiguation (via description) batch_6a00537072208190bb1a42a8f0fff3f5 completed May 10, 2026, 9:44 a.m.
Created at: April 10, 2026, 5:09 a.m.